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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Guillaume Vimeney

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Open access Sep 2026

When Reduction Becomes Lossy: An Intervention-Relative Test of Explanatory Boundaries

Can a restricted computational model predict well while omitting distinctions required by its explanatory task? We define boundary sufficiency relative to an outcome, a representation, and a declared family of input interventions. Exact sufficiency requires a common response law on every fiber of the retained represent...

Guillaume Vimeney · 0 citations

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